Ruben M. Aguilera

Electrical engineering

Hometown: Buckeye, Arizona, United States

Graduation date: Fall 2024

Additional details: First-generation college student, Honors student, Transfer student

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FURI | Summer 2024, Needs Review

Wireless Communications Dataset Generation for Device-to-Device Communication

This research aims to generate a comprehensive dataset encompassing both Receiver-to-Receiver and Base Station-to-Receiver channel characteristics of a large number of users. The dataset will facilitate the development of a machine learning proof of concept algorithm aimed at predicting channel characteristics between users, eliminating the reliance of a base station for connectivity. This research aims to advance predictive modeling in wireless networks and enhance network efficiency.

Mentor:

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Additional projects from this student

We're creating a vast dataset of wireless channels between users and using it to train a machine learning model for channel prediction.

Mentor:

  • FURI
  • Spring 2024